Unverified60% confidenceOpinionExact time
Account permission logic generated by Vibe Coding is often the most prone to security vulnerabilities, as AI may generate permission-checking code that appears correct but can actually be bypassed
2
Sources
60%
Confidence
Medium-term (~90 days)
Relevance
8/17/2026
First Seen
Valid until: 11/15/2026
Sources
Vibe Coding从Demo到上线，中间还差哪些关键环节？
Related Claims
UnverifiedVibe coding can easily lead to security vulnerabilities (such as unfiltered user input and hardcoded API keys) and the unconscious accumulation of technical debt78% similarUnverifiedIn security audits, AI hallucinations may manifest as misidentifying normal encryption calls as weak algorithms, referencing non-existent CVE numbers, or producing syntactically correct remediation code that bypasses authentication logic.76% similarUnverifiedCybersecurity capability can be seen as a byproduct of strong coding ability; models that can understand complex code logic and locate bugs inherently have the potential to discover security vulnerabilities.74% similarVerifiedAgent security risks are often not code vulnerabilities but semantic-level manipulation, which is difficult to cover with conventional penetration testing tools.73% similarUnverifiedTypical failure modes of vibe-coded applications include: the agent fabricating nonexistent APIs or options, testing only the happy path, running on only one machine, generated infrastructure drift, secrets ending up in code, and no one being able to explain the results.73% similar
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